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Embedded Device Free Passive (EDfP) System: Effect of WiFi Protocols

机译:嵌入式设备无源被动(EDfP)系统:WiFi协议的影响

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Internet of Things (IoT) concept initiated the evolution of devices capable of wireless communication to cater potential IoT enablers. These devices require specific communication infrastructures for local as well as cloud connection. Ubiquitously available WiFi infrastructure in Malaysia provides a promising platform for the deployment of WiFi based IoT edge devices. In this study, the effect of WiFi protocols on the sensitivity of an ESP32 device to the presence of human entity is evaluated in a pathway of 4.8 square meters. The key objective of this study is to verify the effect of different WiFi protocols on the sensitivity of a potential IoT enabler that performs Device Free Passive (DfP) human presence detection using a single link with an Access Point (AP) without any intervention from an application server. Protocols namely 802.11 B, 802.11 BG, 802.11 BGN with 20 MHz bandwidth and 802.11 BGN with 40 MHz bandwidth are evaluated in this study. Sensitivity measure shows 802.11 BGN protocol with 40 MHz bandwidth has the highest accuracy of 83% for human presence detection. In overall, all the evaluated protocols can be utilized to perform DfP tasks using IoT enablers especially ESP32.
机译:物联网(IoT)概念引发了能够进行无线通信以迎合潜在的IoT推动者的设备的发展。这些设备需要用于本地以及云连接的特定通信基础结构。马来西亚无处不在的WiFi基础设施为基于WiFi的IoT边缘设备的部署提供了一个有希望的平台。在这项研究中,以4.8平方米的路径评估了WiFi协议对ESP32设备对人类实体的敏感性的影响。这项研究的主要目标是验证不同的WiFi协议对潜在的IoT启用程序的灵敏度的影响,该启用程序使用带有访问点(AP)的单链路执行无设备被动(DfP)人类存在检测,而无需来自接入点(AP)的任何干预。应用程序服务器。在这项研究中,对协议进行了评估,这些协议包括802.11 B,802.11 BG,带宽为20 MHz的802.11 BGN和带宽为40 MHz的802.11 BGN。敏感度测量结果表明,具有40 MHz带宽的802.11 BGN协议对于人类存在检测的最高准确度为83%。总体而言,所有评估的协议都可以用于通过IoT启用器(尤其是ESP32)执行DfP任务。

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